Haynsworth inertia additivity formula

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In mathematics, the Haynsworth inertia additivity formula, discovered by Emilie Virginia Haynsworth[1] (1916–1985), concerns the number of positive, negative, and zero eigenvalues of a Hermitian matrix and of block matrices into which it is partitioned.

The inertia of a Hermitian matrix H is defined as the ordered triple

 \mathrm{In}(H) = \left( \pi(H), \nu(H), \delta(H) \right) \,

whose components are respectively the numbers of positive, negative, and zero eigenvalues of H. Haynsworth considered a partitioned Hermitian matrix

 H = \begin{bmatrix} H_{11} & H_{12} \\  H_{12}^\ast & H_{22} \end{bmatrix}

where H11 is nonsingular and H12* is the conjugate transpose of H12. The formula states:[2][3]

 \mathrm{In} \begin{bmatrix} H_{11} & H_{12} \\  H_{12}^\ast & H_{22} \end{bmatrix} = \mathrm{In}(H_{11}) + \mathrm{In}(H/H_{11})

where H/H11 is the Schur complement of H11 in H:

 H/H_{11} = H_{22} - H_{12}^\ast H_{11}^{-1}H_{12}. \,

See also

Notes and references

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  1. Haynsworth, E. V., "Determination of the inertia of a partitioned Hermitian matrix", Linear Algebra and its Applications, volume 1 (1968), pages 73–81
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  3. The Schur Complement and Its Applications, p. 15, at Google Books